Blender 2.82 Mantaflow on a small scale
Blender currently cannot handle simulations when they are that small.
Rigid body needs all object to be at least 1 m at smallest in dimensions.
Same with fluid and most other solvers within blender.

As of now I would suggest increasing it to 10x the size.